1051. Setting Inventory Levels of CONWIP Flow Lines via Linear Programming
- Author
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Stefan Helber, Raik Stolletz, and Katja Schimmelpfeng
- Subjects
Fließfertigung ,CONWIP ,Mathematical optimization ,Operations research ,Linear programming ,Performance-Messung ,Computer science ,CONWIP, flow lines, random processing times, performance evaluation, buffer allocation, linear programming, simulation ,jel:C61 ,Mathematische Optimierung ,linear programming ,lcsh:Business ,Open flow ,Lagerhaltungsmodell ,inventory ,Inventory level ,Discrete time and continuous time ,flow lines ,ddc:650 ,Business, Management and Accounting (miscellaneous) ,lcsh:HF5001-6182 ,Flow line ,Production rate - Abstract
This paper treats the problem of setting the inventory level and optimizing the buffer allocation of closed-loop flow lines operating under the constant-work-in-process (CONWIP) protocol. We solve a very large but simple linear program that models an entire simulation run of a closed-loop flow line in discrete time to determine a production rate estimate of the system. This approach introduced in Helber, Schimmelpfeng, Stolletz, and Lagershausen (2011) for open flow lines with limited buffer capacities is extended to closed-loop CONWIP flow lines. Via this method, both the CONWIP level and the buffer allocation can be optimized simultaneously. The first part of a numerical study deals with the accuracy of the method. In the second part, we focus on the relationship between the CONWIP inventory level and the short-term profit. The accuracy of the method turns out to be best for such configurations that maximize production rate and/or short-term profit.
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